Triple

T992328
Position Surface form Disambiguated ID Type / Status
Subject United Nations Multidimensional Integrated Stabilization Mission in Mali E21418 entity
Predicate operatesInRegion P794 FINISHED
Object Central Mali
Central Mali is a conflict-affected region of Mali that has become a focal point for international peacekeeping and stabilization efforts amid ongoing violence and insecurity.
E40373 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Central Mali | Statement: [United Nations Multidimensional Integrated Stabilization Mission in Mali, operatesInRegion, Central Mali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Mali
Context triple: [United Nations Multidimensional Integrated Stabilization Mission in Mali, operatesInRegion, Central Mali]
  • A. Timbuktu Region
    Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
  • B. Kidal Region
    Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
  • C. Mali
    Mali is a landlocked West African country known for its historic trading cities like Timbuktu, rich Sahelian culture, and significant role in the ancient Mali Empire.
  • D. Dakar Region
    Dakar Region is the smallest yet most densely populated administrative region of Senegal, encompassing the nation’s capital and serving as its primary political, economic, and cultural hub.
  • E. Tadjoura
    Tadjoura is a historic coastal town in Djibouti on the Gulf of Tadjoura, known as one of the country’s oldest settlements and a traditional trading hub.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Central Mali
Triple: [United Nations Multidimensional Integrated Stabilization Mission in Mali, operatesInRegion, Central Mali]
Generated description
Central Mali is a conflict-affected region of Mali that has become a focal point for international peacekeeping and stabilization efforts amid ongoing violence and insecurity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Mali
Target entity description: Central Mali is a conflict-affected region of Mali that has become a focal point for international peacekeeping and stabilization efforts amid ongoing violence and insecurity.
  • A. Timbuktu Region
    Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
  • B. Kidal Region
    Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
  • C. Mali chosen
    Mali is a landlocked West African country known for its historic trading cities like Timbuktu, rich Sahelian culture, and significant role in the ancient Mali Empire.
  • D. Dakar Region
    Dakar Region is the smallest yet most densely populated administrative region of Senegal, encompassing the nation’s capital and serving as its primary political, economic, and cultural hub.
  • E. Tadjoura
    Tadjoura is a historic coastal town in Djibouti on the Gulf of Tadjoura, known as one of the country’s oldest settlements and a traditional trading hub.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c3f7b48190a31308bdc09817c6 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a1684ac8190952d7143fe9a5e7f completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2b040ce8819092661f4e58a6a222 completed March 7, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69ac2b5805288190a986e72f7aa24764 completed March 7, 2026, 1:42 p.m.
Created at: March 1, 2026, 7:41 p.m.